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ramiramirez-nl

doaj-discovery-mcp

Search DOAJ articles

search_doaj_articles
Read-onlyIdempotent

Find DOAJ-indexed articles by keyword or topic, with options to refine results by metadata and strict matching.

Instructions

Find DOAJ-indexed articles using lexical relevance and metadata preferences.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of results to return (1-25). Defaults to 10.
queryYesSearch text: keywords, a topic, or a short phrase (e.g. "diamond open access economics"). Longer text is automatically broadened if a narrow match returns nothing.
strictNoIf true, require every query term to match (AND) instead of relaxing to a broader OR match when the strict search returns nothing. Use for a well-defined, narrow query.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.3.0-beta.1

TDQS

A3.6/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover safety (readOnly, idempotent, non-destructive) and open-world behavior. The description adds a note about lexical relevance but does not elaborate on result ordering, pagination, or empty-result behavior, which is acceptable given the annotation coverage.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, focused sentence with no redundant information. It efficiently conveys the purpose without unnecessary detail.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool is a straightforward search with no output schema and no nested objects, so the description is largely complete. It does not explicitly mention that results are a list of articles, but this is inferred from the tool name and purpose; minor gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema covers all three parameters (query, limit, strict) with clear descriptions. The tool description adds no extra parameter context beyond the schema, so a baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (Find), the resource (DOAJ-indexed articles), and the method (lexical relevance and metadata preferences). It distinguishes this tool from siblings like search_doaj_journals and get_doaj_article_by_doi.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no explicit guidance on when to use this tool versus alternatives. While the lexical relevance hint implies keyword search, it does not differentiate from search_doaj_journals or other article-related tools, leaving the selection largely to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.